yohanesnuwara / machine-learningLinks
Practicing machine learning (from scratch) with Python 🐍
☆17Updated 3 years ago
Alternatives and similar repositories for machine-learning
Users that are interested in machine-learning are comparing it to the libraries listed below
Sorting:
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Updated 5 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated last month
- Neural network based petrophysical property inversion☆38Updated 5 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Updated 4 years ago
- Seismic Reservoir Modeling Python package☆108Updated last year
- Python implementations in geophysical methods: seismic and gravity☆97Updated last month
- Prediction of Equinor Volve well logs Data☆20Updated 5 years ago
- ☆24Updated 3 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆14Updated 9 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆36Updated 3 months ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 4 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆80Updated 2 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 3 years ago
- Exploration of machine learning in geoscience use cases☆78Updated last year
- Framework for computing seismic attributes with Python.☆47Updated 2 years ago
- Pore pressure prediction using seismic velocity and well log data☆93Updated 5 years ago
- A rock physics library for Python☆47Updated 2 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- ☆39Updated 5 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆13Updated 6 months ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆21Updated 2 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆15Updated 4 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆19Updated 3 years ago
- ☆10Updated 3 years ago
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆149Updated 6 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆123Updated 3 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆74Updated 4 years ago
- Neural network based petrophysical property inversion☆11Updated 5 years ago